Machine Learning Analyst
Tasks
- Benchmark model performance
- Conduct exploratory data analysis
- Deploy models for inference at scale
- Design machine learning environments
- Develop generative AI and large language model solutions
- Develop machine learning algorithms
- Develop machine learning solutions
- Document monitor and version models
- Implement retrieval-augmented generation
- Perform data preprocessing and transformation
- Perform error analysis and feature refinement
- Perform prompt engineering
- Prepare query and transform data in Snowflake
- Prototype new algorithms
- Use Git for model and code version control
- Use Snowflake Cortex for AI prototyping
Perks/Benefits
Skills/Tech-stack
AWS | Amazon SageMaker | Branching | Code Reviews | Docker | Docker Swarm | Embeddings | Generative AI | Git | GitHub | Kubernetes | Langchain | Language Models | Large Language Models | Llamaindex | Machine Learning | Matplotlib | NLP | NumPy | Pandas | Prompt engineering | Pull Requests | PyTorch | Python | Retrieval-Augmented Generation | SQL | Scikit-learn | Snowflake | Vector Search
Roles
Analyst | Data Scientist | Learning Analyst | Machine Learning Analyst | Scientist
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